RankNAS: Efficient Neural Architecture Search by Pairwise Ranking

RankNAS: Efficient Neural Architecture Search by Pairwise Ranking

15 September 2021

Jingbo Zhu

Papers citing "RankNAS: Efficient Neural Architecture Search by Pairwise Ranking"

10 / 10 papers shown

Title
Learning Evaluation Models from Large Language Models for Sequence Generation Chenglong Wang Hang Zhou Kai-Chun Chang Tongran Liu Chunliang Zhang Quan Du Tong Xiao Yue Zhang Jingbo Zhu ELM 34 3 0 08 Aug 2023
ESRL: Efficient Sampling-based Reinforcement Learning for Sequence Generation Chenglong Wang Hang Zhou Yimin Hu Yi Huo Bei Li Tongran Liu Tong Xiao Jingbo Zhu 11 8 0 04 Aug 2023
Improving Autoregressive NLP Tasks via Modular Linearized Attention Victor Agostinelli Lizhong Chen 22 1 0 17 Apr 2023
RD-NAS: Enhancing One-shot Supernet Ranking Ability via Ranking Distillation from Zero-cost Proxies Peijie Dong Xin-Yi Niu Lujun Li Zhiliang Tian Xiaodong Wang Zimian Wei H. Pan Dongsheng Li 77 15 0 24 Jan 2023
Efficient Automatic Machine Learning via Design Graphs Shirley Wu Jiaxuan You J. Leskovec Rex Ying GNN 19 1 0 21 Oct 2022
DARTFormer: Finding The Best Type Of Attention Jason Brown Yiren Zhao Ilia Shumailov Robert D. Mullins 22 6 0 02 Oct 2022
Wide Attention Is The Way Forward For Transformers? Jason Brown Yiren Zhao Ilia Shumailov Robert D. Mullins 19 7 0 02 Oct 2022
Neural Architecture Search on Efficient Transformers and Beyond Zexiang Liu Dong Li Kaiyue Lu Zhen Qin Weixuan Sun Jiacheng Xu Yiran Zhong 29 19 0 28 Jul 2022
The NiuTrans System for the WMT21 Efficiency Task Chenglong Wang Chi Hu Yongyu Mu Zhongxiang Yan Siming Wu ... Hang Cao Bei Li Ye Lin Tong Xiao Jingbo Zhu 22 2 0 16 Sep 2021
AutoDropout: Learning Dropout Patterns to Regularize Deep Networks Hieu H. Pham Quoc V. Le 70 56 0 05 Jan 2021